Instead of poplin use NON woven interfacing with one fusible side. Sew the fusible side to the front side of your plate with about 1/8" seam, then slit the interfacing and turn right side out. Then fuse the plate to your square. If you choose you can cut away the extra interfacing so you just have it on the edge for less stiffness. It's a snap.
Good luck